3 papers
cs.CV2026
Recursive Block-Diagonal Coupling for Resource-Efficient Training of Vision Models
Maxim Henry, Adrien Deliège, Sébastien Piérard +1
Training high-capacity vision models from scratch requires substantial computational resources. To improve training efficiency of a wide target model, existing growth methods often…
cs.PF2026
What Is the Optimal Ranking Score Between Precision and Recall? We Can Always Find It and It Is Rarely
Sébastien Piérard, Adrien Deliège, Marc Van Droogenbroeck
Ranking methods or models based on their performance is of prime importance but is tricky because performance is fundamentally multidimensional. In the case of classification, prec…
cs.PF2025
Multi-domain performance analysis with scores tailored to user preferences
Sébastien Piérard, Adrien Deliège, Marc Van Droogenbroeck
The performance of algorithms, methods, and models tends to depend heavily on the distribution of cases on which they are applied, this distribution being specific to the applicati…